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Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller

Lithium ion battery is an important energy storage device especially, in electric vehicles due to its large capacity. However, heat generated from this battery during the high rate of charging and discharging process might lead to irreversible capacity loss and degrade the battery performance. This...

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Main Authors: Hannan, M.A., Young, Y.S., Hoque, M.M., Ker, P.J., Uddin, M.N.
Format: Conference Paper
Language:English
Published: 2020
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spelling my.uniten.dspace-128632020-07-07T03:51:28Z Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller Hannan, M.A. Young, Y.S. Hoque, M.M. Ker, P.J. Uddin, M.N. Lithium ion battery is an important energy storage device especially, in electric vehicles due to its large capacity. However, heat generated from this battery during the high rate of charging and discharging process might lead to irreversible capacity loss and degrade the battery performance. This paper presents a thermal management system for a lithium ion battery to maintain a regulated thermal process in the battery pack. A robust control algorithm is proposed using particle swarm optimization (PSO) based fuzzy logic controller to the battery thermal management system. The system performance is evaluated by the overshoot, undershoot and settling time, and compared with the PID and simple fuzzy system to validate the results. From the performance results and comparisons, the proposed PSO based fuzzy system is able to yield the least overshoot of 0.497 % and settling time of 32 min 13 s during the heating subroutine, and undershoot of 0.975 % and settling time of 28 min 46 s during the cooling subroutine. Moreover, it is also capable of maintaining a uniform temperature among the battery modules in the pack. These results prove that the PSO based fuzzy system is a robust control system which enhances the performance of the lithium ion battery temperature regulating system efficiently. © 2019 IEEE. 2020-02-03T03:27:22Z 2020-02-03T03:27:22Z 2019 Conference Paper 10.1109/IAS.2019.8912339 en
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
description Lithium ion battery is an important energy storage device especially, in electric vehicles due to its large capacity. However, heat generated from this battery during the high rate of charging and discharging process might lead to irreversible capacity loss and degrade the battery performance. This paper presents a thermal management system for a lithium ion battery to maintain a regulated thermal process in the battery pack. A robust control algorithm is proposed using particle swarm optimization (PSO) based fuzzy logic controller to the battery thermal management system. The system performance is evaluated by the overshoot, undershoot and settling time, and compared with the PID and simple fuzzy system to validate the results. From the performance results and comparisons, the proposed PSO based fuzzy system is able to yield the least overshoot of 0.497 % and settling time of 32 min 13 s during the heating subroutine, and undershoot of 0.975 % and settling time of 28 min 46 s during the cooling subroutine. Moreover, it is also capable of maintaining a uniform temperature among the battery modules in the pack. These results prove that the PSO based fuzzy system is a robust control system which enhances the performance of the lithium ion battery temperature regulating system efficiently. © 2019 IEEE.
format Conference Paper
author Hannan, M.A.
Young, Y.S.
Hoque, M.M.
Ker, P.J.
Uddin, M.N.
spellingShingle Hannan, M.A.
Young, Y.S.
Hoque, M.M.
Ker, P.J.
Uddin, M.N.
Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
author_facet Hannan, M.A.
Young, Y.S.
Hoque, M.M.
Ker, P.J.
Uddin, M.N.
author_sort Hannan, M.A.
title Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
title_short Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
title_full Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
title_fullStr Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
title_full_unstemmed Lithium Ion Battery Thermal Management System Using Optimized Fuzzy Controller
title_sort lithium ion battery thermal management system using optimized fuzzy controller
publishDate 2020
_version_ 1672614184510029824
score 13.222552

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